Remove Data Collection Remove Insurance Remove Predictive Modeling Remove Visualization
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The most valuable AI use cases for business

IBM Big Data Hub

Creative AI use cases Create with generative AI Generative AI tools such as ChatGPT, Bard and DeepAI rely on limited memory AI capabilities to predict the next word, phrase or visual element within the content it’s generating. AI platforms can use machine learning and deep learning to spot suspicious or anomalous transactions.

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CIO 100 Award winners prove the transformative value of IT

CIO Business Intelligence

Mugunth Vaithylingam, CIO, College of Southern Nevada College of Southern Nevada Teams overseen by CSN CIO Mugunth Vaithylingam combined custom AI visuals, voice, and content to create this first-of-its-kind custom avatar, which is deployed and rendered from a web browser using client-side CPUs.

IT 92
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Manual Feature Engineering

Domino Data Lab

Real-world datasets can be missing values due to the difficulty of collecting complete datasets and because of errors in the data collection process. Another example is the use of body mass index (BMI) by medical providers and insurance companies. In our example, we had data from a uniform or flat-ish distribution.

Testing 68
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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

In this article we’ll use Skater , a freely available framework for model interpretation, to illustrate some of the key concepts above. Skater provides a wide range of algorithms that can be used for visual interpretation (e.g. layer-wise relevance propagation), model distillation (e.g. nn_importances.tail(25).plot.barh(figsize=(10,12));

Modeling 139